Emotions are an integral part of our everyday lives and our social interactions. An ability to recognize emotions in the faces of others is essential in order to understand these emotional facets of interaction with others. Although Ekman describes the characteristics of basic emotions as universal, discrete and biologically based, there are a number of additional parameters that are assumed to influence the process of emotional recognition and interpretation (e.g. sex hormones). In our study, we investigated the influence of endogenous salivary testosterone on emotion recognition in n = 40 young, healthy males, using the Facially Expressed Emotion Labeling (FEEL) to measure their accuracy in recognizing the six basic emotions. Each emotion was presented at two different intensities (50% and 100%) in a randomized order. A Spearman correlation analysis revealed a negative correlation between testosterone and emotion recognition for disgust shown at an intensity of 50%. A subsequent median comparison (high vs. low testosterone) substantiated this difference and showed an additional trend of a lower ability to recognize fear (50% intensity) and a lower overall recognition rate for all emotions shown at 100% intensity. These subtle differences are discussed below in terms of dominance and status.
References
[1]
Ackermann, S., Spalek, K., Rasch, B., Gschwind, L., Coynel, D., Fastenrath, M. et al. (2012). Testosterone Levels in Healthy Men Are Related to Amygdala Reactivity and Memory Performance. Psychoneuroendocrinology, 37, 1417-1424. https://doi.org/10.1016/j.psyneuen.2012.01.008
[2]
Bach, M., Bach, D., De Zwaan, M., Serim, M., & Böhmer, F. (1996). Validation of the German Version of the 20-Item Toronto Alexithymia Scale in Normal Persons and Psychiatric Patients. Psychotherapie, Psychosomatik, Medizinische Psychologie, 46, 23-28.
[3]
Bem, S. L. (1974). The Measurement of Psychological Androgyny. Journal of Consulting and Clinical Psychology, 42, 155-162. https://doi.org/10.1037/h0036215
[4]
Bos, P. A., Hofman, D., Hermans, E. J., Montoya, E. R., Baron-Cohen, S., & van Honk, J. (2016). Testosterone Reduces Functional Connectivity during the “Reading the Mind in the Eyes” Test. Psychoneuroendocrinology, 68, 194-201. https://doi.org/10.1016/j.psyneuen.2016.03.006
[5]
Bribiescas, R. G., & Hill, K. R. (2010). Circadian Variation in Salivary Testosterone across Age Classes in Ache Amerindian Males of Paraguay. American Journal of Human Biology, 22, 216-220.
[6]
Derntl, B., Windischberger, C., Robinson, S., Kryspin-Exner, I., Gur, R. C., Moser, E. et al. (2009). Amygdala Activity to Fear and Anger in Healthy Young Males Is Associated with Testosterone. Psychoneuroendocrinology, 34, 687-693. https://doi.org/10.1016/j.psyneuen.2008.11.007
[7]
Ekman, P. (1992). Are There Basic Emotions? Psychological Review, 99, 550-553. https://doi.org/10.1037/0033-295X.99.3.550
[8]
Ekman, P. (2003). Gefühle lesen-Wie Sie Emotionen erkennen und richtig interpretieren. Heidelberg: Spektrum.
[9]
Ekman, P., & Cordaro, D. (2011). What Is Meant by Calling Emotions Basic. Emotion Review, 3, 2364-2370. https://doi.org/10.1177/1754073911410740
[10]
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007), G*Power 3: A Flexible Statistical Power Analysis Program for the Social, Behavioral, and Biomedical Sciences. Behavior Research Methods, 39, 175-191. https://doi.org/10.3758/BF03193146
[11]
Gelstein, S., Yeshurun, Y., Rozenkrantz, L., Shushan, S., Frumin, I., Roth, Y. et al. (2011). Human Tears Contain a Chemosignal. Science, 331, 226-230. https://doi.org/10.1126/science.1198331
[12]
Goetz, S. M., Tang, L., Thomason, M. E., Diamond, M. P., Hariri, A. R., & Carré, J. M. (2014). Testosterone Rapidly Increases Neural Reactivity to Threat in Healthy Men: A Novel Two-Step Pharmacological Challenge Paradigm. Biological Psychiatry, 76, 324-331. https://doi.org/10.1016/j.biopsych.2014.01.016
[13]
Hoffmann, H., Kessler, H., Eppel, T., Rukavina, S., & Traue, H. C. (2010). Expression Intensity, Gender and Facial Emotion Recognition: Women Recognize Only Subtle Facial Emotions Better than Men. Acta Psychologica (Amst), 135, 278-283. https://doi.org/10.1016/j.actpsy.2010.07.012
[14]
Iacobucci, D., Posavac, S. S., Kardes, F. R., Schneider, M. J., & Popovich, D. L. (2015). The Median Split: Robust, Refined, and Revived. Journal of Consumer Psychology, 25, 690-704. https://doi.org/10.1016/j.jcps.2015.06.014
[15]
Irwin, J. R., & McClelland, G. H. (2003). Negative Consequences of Dichotomizing Continuous Predictor Variables. Journal of Marketing Research, 40, 366-371. https://doi.org/10.1509/jmkr.40.3.366.19237
[16]
Kessler, H., Bayerl, P., Deighton, R. M., & Traue, H. C. (2002). Facially Expressed Emotion Labeling (FEEL): PC-Gestützer Test zur Emotionserkennung. Verhaltenstherapie und Verhaltensmedizin, 23, 297-306.
[17]
Kessler, H., Schwarze, M., Filipic, S., Traue, H. C., & von Wietersheim, J. (2006). Alexithymia and Facial Emotion Recognition in Patients with Eating Disorders. International Journal of Eating Disorders, 39, 245-251. https://doi.org/10.1002/eat.20228
[18]
Kreibig, S. (2010). Autonomic Nervous System Activity in Emotion: A Review. Biological Psychology, 84, 394-421.
[19]
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997). International Affective Picture System (IAPS): Technical Manual and Affective Ratings. Gainesville, FL: National Institute of Mental Health Center for the Study of Emotion and Attention.
[20]
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (2005). International Affective Picture System (IAPS): Affective Ratings of Pictures and Instruction Manual. Technical Report A-6, Gainesville, FL: University of Florida.
[21]
Matsumoto, D., & Ekman, P. (1988). Japanese and Caucasian Facial Expressions of Emotion. San Francisco, CA: Intercultural and Emotion Research Laboratory, Department of Psychology, San Francisco State University.
[22]
Mazur, A., & Booth, A. (1998). Testosterone and Dominance in Men. Behavioral and Brain Sciences, 21, 353-363. https://doi.org/10.1017/S0140525X98001228
[23]
Muck, P. M., Hell, B., & Gosling, S. D. (2007). Construct Validation of a Short Five-Factor Model Instrument. European Journal of Psychological Assessment, 23, 166-175. https://doi.org/10.1027/1015-5759.23.3.166
[24]
Murphy, F. C., Nimmo-Smith, I., & Lawrence, A. D. (2003). Functional Neuroanatomy of Emotions: A Meta-Analysis. Cognitive, Affective, & Behavioral Neuroscience, 3, 207-233. https://doi.org/10.3758/CABN.3.3.207
[25]
Nakagawa, S. (2004). A Farewell to Bonferroni: The Problems of Low Statistical Power and Publication Bias. Behavioral Ecology, 15, 1044-1045. https://doi.org/10.1093/beheco/arh107
[26]
NyklÍıček, I., & Vingerhoets, A. J. (2000). Alexithymia Is Associated with Low Tolerance to Experimental Painful Stimulation. Pain, 85, 471-475. https://doi.org/10.1016/S0304-3959(99)00295-X
[27]
Samson, A. C., & Huber, O. W. (2010). Short German Versions of Empathizing and Systemizing Self-Assessment Scales. Swiss Journal of Psychology, 69, 239-244.
[28]
Scherer, K. R. (2005). What Are Emotions? And How Can They Be Measured? Social Science Information, 44, 693-727. https://doi.org/10.1177/0539018405058216
[29]
Sedlmeier, P., & Renkewitz, F. (2013). Forschungsmethoden und Statistik. Ein Lehrbuch für Psychologen und Sozialwissenschaftler. München: Pearson.
[30]
Smith, M. J. L., Deady, D. K., Sharp, M. A., & Al-Dujaili, E. A. (2013). Sex-Role Orientation in Men Is Related to Salivary Testosterone Levels. Journal of Behavioral and Brain Science, 3, 518-521. https://doi.org/10.4236/jbbs.2013.37054
[31]
Ter Horst, G. J. (2010). Estrogen in the Limbic System. In G. Litwack (Ed.), Hormones in the Limbic System (Vol. 82). London: Hormones and Vitamins. https://doi.org/10.1016/S0083-6729(10)82017-5
[32]
Traue, H. C., & Kessler, H. (2003). Psychologische Emotionskonzepte. In A. Stephan, & H. Walter (Eds.), Natur und Theorie der Emotion. Paderborn: Mentis.
[33]
van Honk, J., & Schutter, D. J. (2007). Testosterone Reduces Conscious Detection of Signals Serving Social Correction Implications for Antisocial Behavior. Psychological Science, 18, 663-667. https://doi.org/10.1111/j.1467-9280.2007.01955.x